randan documentation

Overview

randan is a python package that aims to provide most of the functions presented in SPSS. Unlike the other python packages for data analysis, it has three main features, which make it attractive for social scientists:

1. it provides the results of the analysis in a readable and understandable form, similar to SPSS

2. it gives you information about statistical significance of the parameters whenever possible

3. it unites all the necessary methods so you do not need to switch between different packages and software anymore

randan should be used in Jupyter Notebook and your data should be stored in pandas DataFrames.

This documentation aims to provide information about how randan’s classes are organized. For examples of usage and detailed tutorials, go to Github page of this project.

Use the links below to explore randan’s functionality.

Univariate analysis:

• Descriptive statistics

Bivariate analysis:

• Bivariate association
• Comparison of central tendency

Multivariate analysis:

• Clustering
• Dimension reduction
• Regression
• Tree

Note

This project is still under development but you can use all the modules presented in this documentation.